NoScope: Optimizing Neural Network Queries over Video at Scale

NoScope: Optimizing Neural Network Queries over Video at Scale

7 March 2017

Peter Bailis

Matei A. Zaharia

Papers citing "NoScope: Optimizing Neural Network Queries over Video at Scale"

10 / 10 papers shown

Title
A novel efficient Multi-view traffic-related object detection framework Kun Yang Jing Liu Dingkang Yang Han-Lin Wang Peng Sun Yanni Zhang Yan Liu Liang Song 28 12 0 23 Feb 2023
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Samaa Gazzaz Vishal Chakraborty Faisal Nawab 25 10 0 31 Dec 2021
Arithmetic-Intensity-Guided Fault Tolerance for Neural Network Inference on GPUs J. Kosaian K. V. Rashmi 19 33 0 19 Apr 2021
Movement Tracks for the Automatic Detection of Fish Behavior in Videos Declan McIntosh T. Marques A. Albu R. Rountree F. D. Leo 11 12 0 28 Nov 2020
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud Stefanos Laskaridis Stylianos I. Venieris Mario Almeida Ilias Leontiadis Nicholas D. Lane 28 265 0 14 Aug 2020
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning Shibo Wang Shusen Yang Cong Zhao 18 59 0 04 Jan 2020
Recurrent Residual Module for Fast Inference in Videos Bowen Pan Wuwei Lin Xiaolin Fang Chaoqin Huang Bolei Zhou Cewu Lu ObjD 20 33 0 27 Feb 2018
IDK Cascades: Fast Deep Learning by Learning not to Overthink Xin Wang Yujia Luo D. Crankshaw Alexey Tumanov Fisher Yu Joseph E. Gonzalez 25 107 0 03 Jun 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016